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08/16/2023
SCQPTH: an efficient differentiable splitting method for convex quadratic programming
We present SCQPTH: a differentiable first-order splitting method for con...
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04/14/2022
Gradient boosting for convex cone predict and optimize problems
Many problems in engineering and statistics involve both predictive fore...
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02/13/2022
Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility
Prior work has successfully incorporated optimization layers as the last...
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12/14/2021